Enhancing Complex Formula Recognition with Hierarchical Detail-Focused Network

no code implementations • 18 Sep 2024 • Jiale Wang, Junhui Yu, Huanyong Liu, Chenanran Kong

Hierarchical and complex Mathematical Expression Recognition (MER) is challenging due to multiple possible interpretations of a formula, complicating both parsing and evaluation.

Diversity

First Multi-Dimensional Evaluation of Flowchart Comprehension for Multimodal Large Language Models

2 code implementations • 14 Jun 2024 • Enming Zhang, Ruobing Yao, Huanyong Liu, Junhui Yu, Jiale Wang

We propose the first comprehensive method, FlowCE, to assess MLLMs across various dimensions for tasks related to flowcharts.

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

1 code implementation • 30 Jan 2024 • Yuanjie Lyu, Zhiyu Li, Simin Niu, Feiyu Xiong, Bo Tang, Wenjin Wang, Hao Wu, Huanyong Liu, Tong Xu, Enhong Chen

For each of these CRUD categories, we have developed comprehensive datasets to evaluate the performance of RAG systems.

Knowledge Base Construction Question Answering +2

TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors

no code implementations • 17 Sep 2022 • Long Yu, Zhicong Luo, Huanyong Liu, Deng Lin, Hongzhu Li, Yafeng Deng

Translation-based knowledge graph embedding has been one of the most important branches for knowledge representation learning since TransE came out.

Knowledge Graph Embedding Knowledge Graph Embeddings +2